Introduction



It’s pretty obvious what this is. Just look at the pretty pictures and enjoy the serotonin.



## 'data.frame':    823 obs. of  29 variables:
##  $ player     : chr  "Altiger" "Blue Dream" "Death Pickle" "BigBird" ...
##  $ team       : chr  "" "" "" "" ...
##  $ score      : int  1462 143 1579 1680 1295 1570 1394 1285 1374 289 ...
##  $ minutes    : int  360 40 400 400 400 400 359 370 344 80 ...
##  $ pm         : int  9 -5 -16 -4 -16 -16 -2 -1 21 5 ...
##  $ tags       : int  357 34 604 550 286 557 465 228 421 53 ...
##  $ pops       : int  551 76 310 284 645 411 299 594 289 122 ...
##  $ grabs      : int  507 67 182 170 594 226 179 524 181 115 ...
##  $ drops      : int  459 60 174 158 542 212 168 476 162 103 ...
##  $ hold       : int  4078 469 1461 1156 4400 1604 1575 3945 1406 930 ...
##  $ captures   : int  36 4 7 6 41 13 10 46 16 10 ...
##  $ prevent    : int  726 104 4702 5147 506 4028 4172 794 3618 179 ...
##  $ returns    : int  255 28 537 479 190 504 404 179 368 35 ...
##  $ pups       : int  180 12 116 136 118 99 92 91 110 21 ...
##  $ pupscomp   : int  918 90 1005 1008 1005 1005 918 927 889 198 ...
##  $ flaccids   : int  127 21 53 58 136 69 40 152 36 23 ...
##  $ longholds  : int  45 5 16 13 40 19 18 44 11 8 ...
##  $ handoff    : int  187 33 80 64 232 91 75 196 85 60 ...
##  $ goodhandoff: int  140 26 61 42 177 71 53 145 64 42 ...
##  $ goregrab   : int  155 21 97 72 244 76 75 192 85 49 ...
##  $ coregrab   : int  13 2 4 3 16 6 4 24 11 3 ...
##  $ gohandoff  : int  40 4 8 17 47 24 13 43 14 16 ...
##  $ cohandoff  : int  3 0 0 0 4 1 0 3 1 1 ...
##  $ retinbase  : int  48 4 189 162 39 173 135 32 121 7 ...
##  $ quickret   : int  40 2 165 146 34 134 129 31 124 6 ...
##  $ saves      : int  5 0 3 2 3 3 1 5 1 0 ...
##  $ holdagainst: int  10967 1108 12421 12016 12421 12421 10732 11154 11059 2416 ...
##  $ V28        : logi  NA NA NA NA NA NA ...
##  $ season     : Factor w/ 10 levels "10","11","12",..: 1 1 1 1 1 1 1 1 1 1 ...

## R version 3.6.1 (2019-07-05)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 17763)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_United States.1252 
## [2] LC_CTYPE=English_United States.1252   
## [3] LC_MONETARY=English_United States.1252
## [4] LC_NUMERIC=C                          
## [5] LC_TIME=English_United States.1252    
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] beeswarm_0.2.3    pls_2.7-2         factoextra_1.0.6 
##  [4] data.table_1.12.2 plotly_4.9.1      ggfortify_0.4.8  
##  [7] forcats_0.4.0     stringr_1.4.0     dplyr_0.8.3      
## [10] purrr_0.3.2       readr_1.3.1       tidyr_1.0.0      
## [13] tibble_2.1.3      ggplot2_3.2.1     tidyverse_1.2.1  
## 
## loaded via a namespace (and not attached):
##  [1] ggrepel_0.8.1      Rcpp_1.0.2         lubridate_1.7.4   
##  [4] lattice_0.20-38    assertthat_0.2.1   zeallot_0.1.0     
##  [7] digest_0.6.21      mime_0.7           R6_2.4.0          
## [10] cellranger_1.1.0   backports_1.1.4    evaluate_0.14     
## [13] httr_1.4.1         pillar_1.4.2       rlang_0.4.0       
## [16] lazyeval_0.2.2     readxl_1.3.1       rstudioapi_0.10   
## [19] rmarkdown_1.15     htmlwidgets_1.3    munsell_0.5.0     
## [22] shiny_1.3.2        broom_0.5.2        compiler_3.6.1    
## [25] httpuv_1.5.2       modelr_0.1.5       xfun_0.9          
## [28] pkgconfig_2.0.3    htmltools_0.3.6    tidyselect_0.2.5  
## [31] gridExtra_2.3      viridisLite_0.3.0  crayon_1.3.4      
## [34] withr_2.1.2        later_0.8.0        grid_3.6.1        
## [37] nlme_3.1-140       jsonlite_1.6       xtable_1.8-4      
## [40] gtable_0.3.0       lifecycle_0.1.0    magrittr_1.5      
## [43] scales_1.0.0       cli_1.1.0          stringi_1.4.3     
## [46] promises_1.0.1     xml2_1.2.2         generics_0.0.2    
## [49] vctrs_0.2.0        RColorBrewer_1.1-2 tools_3.6.1       
## [52] glue_1.3.1         hms_0.5.1          crosstalk_1.0.0   
## [55] yaml_2.2.0         colorspace_1.4-1   rvest_0.3.4       
## [58] knitr_1.25         haven_2.1.1